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Erschienen in: Cancer Chemotherapy and Pharmacology 4/2011

Open Access 01.04.2011 | Original Article

A phase I open-label study evaluating the cardiovascular safety of sorafenib in patients with advanced cancer

verfasst von: Anthony W. Tolcher, Leonard J. Appleman, Geoffrey I. Shapiro, Alain C. Mita, Frank Cihon, Arthur Mazzu, Pavur R. Sundaresan

Erschienen in: Cancer Chemotherapy and Pharmacology | Ausgabe 4/2011

Abstract

Purpose

To characterize the cardiovascular profile of sorafenib, a multitargeted kinase inhibitor, in patients with advanced cancer.

Methods

Fifty-three patients with advanced cancer received oral sorafenib 400 mg bid in continuous 28-day cycles in this open-label study. Left ventricular ejection fraction (LVEF) was evaluated using multigated acquisition scanning at baseline and after 2 and 4 cycles of sorafenib. QT/QTc interval on the electrocardiograph (ECG) was measured in triplicate with a Holter 12-lead ECG at baseline and after 1 cycle of sorafenib. Heart rate (HR) and blood pressure (BP) were obtained in duplicate at baseline and after 1 and 4 cycles of sorafenib. Plasma pharmacokinetic data were obtained for sorafenib and its 3 main metabolites after 1 and 4 cycles of sorafenib.

Results

LVEF (SD) mean change from baseline was −0.8 (±8.6) LVEF(%) after 2 cycles (n = 31) and −1.2 (±7.8) LVEF(%) after 4 cycles of sorafenib (n = 24). The QT/QTc mean changes from baseline observed at maximum sorafenib concentrations (t max) after 1 cycle (n = 31) were small (QTcB: 4.2 ms; QTcF: 9.0 ms). Mean changes observed after 1 cycle in BP (n = 31) and HR (n = 30) at maximum sorafenib concentrations (t max) were moderate (up to 11.7 mm Hg and −6.6 bpm, respectively). No correlation was found between the AUC and C max of sorafenib and its main metabolites and any cardiovascular parameters.

Conclusions

The effects of sorafenib on changes in QT/QTc interval on the ECG, LVEF, BP, and HR were modest and unlikely to be of clinical significance in the setting of advanced cancer treatment.
Hinweise
Poster presentation of primary results on September 12, 2008, at the annual meeting of the European Society of Medicine and Oncology (ESMO), Stockholm, Sweden.

Introduction

Small molecule inhibitors of the vascular endothelial growth factor receptor (VEGFR) that target tumor angiogenesis are accepted treatments for several advanced cancers. Recent studies have suggested that tyrosine kinase inhibitors (TKI) with molecular targets involved in angiogenesis may be associated with cardiac adverse events (CAEs), such as a decline in left ventricular ejection fraction (LVEF) and the development of congestive heart failure (CHF), myocardial infarction (MI), QT/QTc interval prolongation, and hypertension [110]. Sorafenib, an antiangiogenic multitargeted kinase inhibitor, is indicated for the treatment of patients with advanced renal cell carcinoma (RCC) and patients with unresectable hepatocellular carcinoma (HCC). Sorafenib inhibits B-Raf, VEGFR-2 and VEGFR-3, platelet-derived growth factor receptor (PDGFR)-β, stem cell factor receptor c-KIT, RET, and FLT-3 [11].
The inhibition of normal signaling pathways in cardiomyocytes that depend upon serine/threonine Raf kinases or the receptor tyrosine VEGFR and PDGFR kinases by sorafenib raises the possibility of cardiotoxicity [1216]. However, reports of cardiotoxicity during treatment with sorafenib in two large randomized, placebo-controlled, double-blind, international phase III trials have been infrequent. In randomized studies for RCC [17] and HCC [18], the incidence of treatment-emergent cardiac ischemia/infarction AEs based on the final safety analysis was 2.9 and 2.7% in patients treated with sorafenib compared with 0.4 and 1.3% in the placebo groups in these trials, respectively. In the RCC phase III study, the safety analysis was performed comparing the randomized treatment groups (sorafenib versus placebo), as well as evaluating patients who were initially randomized to placebo and then given the option of crossing over to sorafenib based on positive findings from an independently assessed formal analysis of progression-free survival (PFS), which showed a significant doubling in median PFS with sorafenib over that with placebo. In a safety analysis update performed on a database 16 months post-crossover, 4.9% of patients randomized to the sorafenib group reported cardiac ischemia/infarction AEs [19]. Three patients (1.4%) who crossed over from the placebo group to sorafenib also reported cardiac ischemia/infarction AEs while on sorafenib in this analysis. It is noteworthy that patients with coronary artery disease (CAD) or recent MI were excluded from these studies. A recent retrospective analysis of cardiovascular safety data from 18 studies of sorafenib monotherapy across multiple tumor types, however, reported a low overall rate of CHF and MI (1.6 and 1.5% of all patients, respectively), with treatment-emergent hypertension being reported in 18.6% of patients [20].
Although treatment with sorafenib does not appear to lead to cardiotoxicity, the full incidence and severity of CAEs that may occur with its administration are unknown because previous clinical trials with sorafenib have not specifically included cardiac end points. All clinical studies of sorafenib have recorded CAEs as part of the general safety monitoring for toxicity; the identification of CAEs was predominantly based on the occurrence of clinical symptoms. None of the trials were specifically designed to evaluate the full cardiovascular profile of sorafenib. The objective of this study was to further evaluate the effect of continuous sorafenib monotherapy on cardiovascular safety parameters, such as LVEF, QT/QTc interval, blood pressure (BP), and heart rate (HR) in cancer patients, and correlate any CAEs with sorafenib pharmacokinetics (PK) to enhance understanding of the cardiovascular profile of sorafenib.

Materials and methods

This open-label study of sorafenib enrolled patients with histologically or cytologically confirmed advanced solid tumors (excluding colorectal cancer) or lymphomas. Patients had to have a life expectancy of at least 12 weeks; adequate bone marrow, liver, and renal function; and an Eastern Cooperative Oncology Group Performance Status (ECOG PS) of 0 or 1. Study eligibility criteria included baseline LVEF ≥45%, systolic BP ≤170 mm Hg, diastolic BP ≤100 mm Hg, and a QTc <500 ms. Therapy to control hypertension was allowed. Exclusion criteria included previous CHF > New York Heart Association (NYHA) Class 2, cardiac arrhythmias requiring antiarrhythmic therapy other than beta blockers or digoxin, uncontrolled hypertension, history of HIV infection or chronic hepatitis B or C, systemic anticancer treatment within 4 months or radiotherapy within 3 weeks of initiation of sorafenib, and prior or current use of type 1A or 3 antiarrhythmics, anthracyclines, or anti-VEGF agents (including bevacizumab). Active CAD or MI ≤6 months prior to study entry were allowed as long as LVEF was ≥45% at baseline. Patients were treated with oral sorafenib 400 mg bid until progressive disease (PD) or intolerance to the drug. Although treatment was continuous, 28 days (4 weeks) of treatment was defined as 1 cycle. At the baseline visit occurring 2 days before the start of cycle 1, assessments for QT/QTc interval, BP, HR, and PK were performed. All patients were required to be on a steady state of sorafenib exposure (after ~7 days of dosing) for evaluation of cardiovascular safety parameters. The primary cardiovascular outcome measures were LVEF, QT/QTc interval, BP, and HR following continuous sorafenib monotherapy (refer to Table 1 for study design details).
Table 1
Study design and procedure schedule
Treatment
Screening
Baseline
Day 1 of cycle
Enda
−2 days placebo
−1 day moxb
1
2
3
4
5
6
≥7
Sorafenib 400 mg bid
Cardiovascular evaluations
 LVEF, MUGA scan
X
    
X
 
X
  
X
 QT interval, ECG c,d
 
X
Xe
 
X
      
 Supine BP/HRc,f
X
X
  
X
  
X
   
Other evaluations
 PK
 
Xg
  
X
  
X
   
 Safety
 
X
X
 
X
X
X
X
X
X
X
 Efficacy
X
    
X
 
X
 
X
X
LVEF left ventricular ejection fraction, MUGA multigated acquisition scan, ECG electrocardiograph, BP blood pressure, HR heart rate, PK pharmacokinetics
aEnd of treatment visit
bMoxifloxacin (QT positive control) 400 mg
cPre-dose, 2, 4, 6, 8, 12 h post-dose
dPatients were in supine position for 10 min prior to measurement. Measurements were taken in triplicate
ePre-dose, 0.5, 1, 2, 3, 4 h post-dose
fPatients were in supine position for 5 min prior to measurement. Measurements were taken in duplicate; if the measurements differed by ≥10 mm Hg, a third BP measurement was taken, and the mean of the 3 measurements was calculated
gPre-dose only

LVEF measure

LVEF was assessed by multigated acquisition (MUGA) scan at baseline, after 2 and 4 cycles of sorafenib (day 1 of cycles 3 and 5, respectively), and at study discontinuation. The timing for LVEF measurements is consistent with the median time to onset of CAEs reported in studies with TKIs (8–16 weeks) [4, 7, 9].

QT/QTc interval measure

Cardiac repolarization was measured as the time from the beginning of the Q-wave to the point where the T-wave returns to the isoelectric point (QT/QTc interval) on an electrocardiograph (ECG). The effect of steady state exposure to sorafenib on cardiac repolarization was measured in triplicate, at baseline, and after 1 cycle of sorafenib (day 1 of cycle 2). Measurements were recorded before taking sorafenib, and 2, 4, 6, 8, and 12 h post-sorafenib administration using continuous ECG monitoring with a Mortara H-12 Plus, 12-Lead Digital Holter Recorder (Mortara Instrument, Milwaukee, WI, USA) [21]. The patients were in a supine position for 10 min prior to each time point. The ECGs were transmitted via graphic flash cards from the investigation sites to eResearch Technology (eRT, Philadelphia, PA, USA), which performed manual ECG measurements. At the baseline visit occurring 1 day before the start of cycle 1, QT/QTc intervals were also measured (in triplicate) for moxifloxacin oral 400-mg single dose as a positive control. Moxifloxacin, which produces a small (5–10 ms) increase in QT/QTc interval [22], was used to demonstrate the ability of the study to pick up this magnitude of effect. Measurements were recorded at baseline prior to moxifloxacin and 2 h post-moxifloxacin administration.

Blood pressure and heart rate measure

Supine BP and HR were recorded in duplicate, 1 min apart, at baseline and after 1 and 4 cycles of sorafenib (on day 1 of cycles 2 and 5, respectively). Measurements were recorded before patients received sorafenib, and 2, 4, 6, 8, and 12 h post-sorafenib administration using the Omron 907 Automated Blood Pressure Device (Omron, Bannockburn, IL, USA).

Pharmacokinetic measure

Quantitative analysis of sorafenib and its metabolites (BAY 43-9007, BAY 67-3472, BAY 68-7769) was performed using a fully validated HPLC–MS/MS assay described previously [23]. Patients were included in the PK analyses if they had plasma PK samples collected at baseline and after 1 cycle and/or 4 cycles of sorafenib (on day 1 of cycles 2 and/or 5, respectively). Blood samples for PK analyses were collected from patients after supine BP/HR measurements at the following time points: before taking sorafenib, and 2, 4, 6, 8, and 12 h post-sorafenib administration. PK analyses included area under the plasma concentration versus time curve from time 0 to 12 h (AUC(0–12)), maximum plasma concentration (C max), t max, and pre-dose plasma concentration (C trough,steady state).

Safety and efficacy measures

General safety evaluation (including laboratory safety) was carried out at screening, baseline, and on the first day of every cycle. The incidence, severity, and relationship of AEs to study drug were recorded using the National Cancer Institute-Common Terminology Criteria for Adverse Events (NCI-CTCAE) v3.0. Tumor measurements were performed at screening and after every 2 cycles while patients were receiving sorafenib. Tumor response was reviewed locally at each center using Response Evaluation Criteria in Solid Tumors (RECIST). Documented approval from the appropriate ethics committee(s)/institutional review board(s) was obtained for all participating centers/countries prior to study initiation. Written informed consent was obtained from all patients.

Statistical analyses

The primary focus of this phase I study was to evaluate the effect of chronic sorafenib administration on cardiovascular safety parameters. To achieve the defined sample size of 35 patients who completed 4 or more cycles of sorafenib therapy, 53 patients were enrolled. The sample size was determined based on similar clinical studies with other compounds that evaluated changes from baseline in BP, HR, and QT/QTc interval in advanced cancer patients, and was considered appropriate for identifying and evaluating clinically important changes in such cardiovascular parameters. Statistical analyses of each cardiovascular parameter summarized measurements for observed values and changes from baseline in a descriptive fashion.

LVEF analysis

To be included in LVEF analysis, patients were required to have a baseline LVEF value and at least 1 post-sorafenib LVEF value. The “primary analysis group” consisted of all treated patients who met the above criteria and received at least 1 dose of sorafenib. In addition, a “secondary analysis group” consisting of patients who had received 75% of all sorafenib doses, had missed less than 3 sorafenib doses in the week preceding the MUGA scan, and had not missed any doses in the 2 days preceding the MUGA scan was evaluated. Baseline value used for change from baseline calculation was defined as the pre-dose value. Reported values and changes from baseline were summarized in a descriptive fashion.

QT/QTc interval analysis

For patients to be valid for QT/QTc analysis, they had to receive sorafenib treatment and have at a minimum 1 set of triplicate baseline ECG data and 1 set of triplicate post-sorafenib ECG data. The primary analysis of the effect of sorafenib on QT/QTc was the change in QT/QTc interval from baseline at the maximum concentration of sorafenib (t max). Baseline was defined as the QT/QTc measurements recorded on the placebo dosing day at the same time as t max based on sorafenib plasma concentrations post-baseline. Secondary analyses included the change in QT/QTc interval from baseline over a 12-h period where baseline was the corresponding measurement at the same time point on the placebo dosing day, and the maximal change from baseline over the 12-h period where baseline was the corresponding measurement at the same time point on the placebo dosing day when t max was observed post-baseline. Reported values and changes from baseline were summarized in a descriptive fashion. Changes in QT/QTc interval caused by moxifloxacin were evaluated from baseline by time point where baseline was the corresponding measurement at the same time point on the placebo dosing day. For QTc evaluation, Fridericia’s correction formula (QTcF = QT/RR1/3) was used to correct for HR, where RR = 60/HR. Bazett’s correction formula (QTcB = QT/RR1/2) was also used.

Blood pressure and heart rate analysis

For patients to be valid for BP and HR analyses, they had to receive sorafenib treatment and have at minimum 1 set each of duplicate baseline and duplicate post-sorafenib BP and HR data. The primary analysis of the effect of sorafenib on BP and HR was the change from baseline at the maximum concentration (t max) of sorafenib. Secondary analyses included the change from baseline in BP/HR over a 12-h period and the maximal change from baseline over the 12-h period. Reported values and changes from baseline were summarized in a descriptive fashion. Baseline values for analyses evaluating change from baseline at t max of sorafenib by time point and maximal change were similar to those defined for other cardiovascular parameters.

Pharmacokinetic analysis

The pharmacokinetic parameters were calculated using the model-independent (compartment-free) method (WinNonlin, Pharsight Corporation, Mountain View, CA, USA). Summary statistics of plasma concentrations and derived pharmacokinetic variables at each sampling time were analyzed by time point. Ratio of AUC and C max at day 1 of cycle 5 to day 1 of cycle 2 were evaluated to determine the extent of accumulation, if any.

Safety and efficacy analyses

All patients who received at least 1 dose of sorafenib were included in the safety analysis. Incidence rates of treatment-emergent AEs, including relation to drug and seriousness, were evaluated descriptively according to the NCI-CTCAE v3.0. All patients who received ≥1 dose of sorafenib were included in the efficacy assessment. Patients evaluable for objective overall tumor response required disease to be re-evaluated (baseline and post-baseline tumor evaluation) radiologically. Patients who discontinued because of death or disease progression before the tumor was re-evaluated were also evaluable. Descriptive statistics summarized objective overall tumor response rate (complete response [CR] and partial response [PR]) and best response assessment using the RECIST criteria, and descriptive Kaplan–Meier statistics were used to evaluate efficacy parameters such as PFS.

Results

Patient characteristics

Fifty-three patients were enrolled and treated in the study. Patient baseline demographics are shown in Table 2. The most common findings in the cardiovascular medical histories were hypertension (n = 25; 47.2%), tachycardia (n = 5; 9.4%), MI (n = 3; 5.7%), and CAD (n = 2; 3.8%). Most of the patients with a history of hypertension (22 of 25 patients) were taking antihypertensive medications at study entry. The number of patients who met the criteria for inclusion in the LVEF analysis was 32; QT/QTc interval analysis, 36; BP and HR analysis, 39; PK analysis, 27; safety and efficacy analysis, 53; and those evaluable for response, 47. The database used for all analyses was based on protocol-defined analyses of the cardiovascular safety parameters.
Table 2
Patient baseline demographics, disease, and cardiovascular characteristics
 
Sorafenib 400 mg bid
(N = 53)
Demographic baseline characteristics
Race, n (%)
 
 Caucasian
48 (91)
 Hispanic
5 (9)
Sex, n (%)
 Female
21 (40)
 Male
32 (60)
Mean age, y (SD)
56.8 (10.7)
 <65 years, n (%)
41 (77)
 ≥65 years, n (%)
12 (23)
Performance status (ECOG), n (%)
 0
17 (32)
 1
33 (62)
 2
3 (6)
Cardiovascular risk assessment
Body mass index,a mean (SD)
26.6 (5.5)
Obesity, n (%)
4 (8)
Diabetes mellitus, n (%)
5 (9)
Type 2 diabetes, n (%)
2 (4)
Hypercholesterolemia, n (%)
9 (17)
Hyperlipidemia, n (%)
4 (8)
Baseline disease characteristics
Stage IV/IVb at study entry, n (%)
53 (100)
Tumor type, n (%)
 Renal cell carcinoma
11 (21)
 Squamous cell carcinoma
5 (9)
 Papillary carcinoma (thyroid)
3 (6)
 Duct cell adenocarcinoma
2 (4)
 Mesothelioma
2 (4)
 Bone sarcoma
2 (4)
 Non–small cell lung carcinoma
2 (4)
 Prostate
1 (2)
 Other, including unknown primary
26 (47)
Cardiovascular medical history, n (%)
Hypertension
25 (47)
Tachycardia
5 (9)
Myocardial infarction
3 (6)
Coronary artery disease
2 (4)
Mitral valve prolapse
2 (4)
Arrhythmia
1 (2)
Congestive heart failure
1 (2)
Left atrial dilatation
1 (2)
 
n = 32
Baseline cardiovascular characteristics (at estimated t max where indicated)
LVEF(%) (primary analysis group), mean (SD)
64.9 (7.0)
Systolic BP at t max,b mm Hg, mean (SD)
123.5 (23.0)
Diastolic BP at t max,b mm Hg, mean (SD)
68.4 (13.3)
HR at t max,b bpm, mean (SD)
81.0 (16.5)
 
n = 31
QT/QTc at t max , b ms, mean (SD)
QT
378.5 (39.3)
QTcB
437.6 (16.4)
QTcF
416.5 (20.3)
SD standard deviation, ECOG Eastern cooperative oncology group, BP blood pressure, HR heart rate, bpm beats per minute, LVEF left ventricular ejection fraction, QTcF Fridericia’s-corrected QT interval, QTcB Bazett’s-corrected QT interval
aMean body mass index was based on 52 patients
bMeasurements from placebo dosing day at corresponding time point of tmax post-baseline

LVEF results

Mean (SD) baseline LVEF(%) was 64.9 (7.0) in the primary patient group (n = 32; those who received ≥1 dose of sorafenib) and 65.58 (6.9) in the secondary patient group (n = 25; those who received at least 75% of all required doses of sorafenib). A minimal mean decline of 1.0 in LVEF(%) occurred in both the primary patient group (n = 31) and the secondary patient group (n = 25) after 2 cycles of treatment (Table 3). After 4 cycles of sorafenib, mean declines of 1.2 and 1.4 in LVEF(%) occurred in the primary (n = 24) and secondary (n = 14) patient groups, respectively. In the primary group, a decrease from baseline of ≥10 LVEF(%) was seen in 4 patients (12.9%) after 2 cycles, and in 1 patient (4.3%) after 4 cycles of sorafenib (Fig. 1). In the secondary group, a decrease from baseline of ≥10 LVEF(%) was found in 3 patients (12.0%) after 2 cycles, and in 1 patient (7.1%) after 4 cycles of sorafenib. These 4 patients all had multiple concurrent illnesses that may have contributed to the LVEF decreases (Table 4). The largest individual decrease in ejection fraction (−24.8 LVEF[%]) was recorded in a patient who did not demonstrate clinical signs of CHF. Overall 2 patients (6.5%) experienced a post-baseline shift to ≤50 LVEF(%), the above-mentioned patient and another patient after receiving 4 cycles of sorafenib; both of these patients are included in Table 4.
Table 3
Mean changes from baseline in left ventricular ejection fraction and blood pressure/heart rate after treatment with sorafenib
LVEF(%)
Sorafenib 400 mg bid
n
Mean (SD) change from baseline
n
Mean (SD) change from baseline
Day 1 of cycle 3
Day 1 of cycle 5
Change from baseline
 Primary analysis population
31
−0.8 (8.6)
24
−1.2 (7.8)
 Secondary analysis population
25
−1.0 (8.5)
14
−1.4 (9.4)
BP/HR
Day 1 of cycle 2
Day 1 of cycle 5
≥150/90 mm Hg at t max, n (%)
31
10a (32)
16
2b (13)
Primary BP/HR analysis (mm Hg/bpm)
Change from baseline at t max c
 Supine systolic BP
31
11.7 (19.0)
16
11.1 (11.8)
 Supine diastolic BP
31
11.0 (12.3)
16
11.9 (13.6)
 Supine HR
30
−6.6 (10.6)
13
−3.3 (7.3)
Secondary BP/HR analyses (mm Hg/bpm)
Change from baseline over timed
 Supine systolic BP
    
  Pre-dosee
34
9.1 (18.9)
19
13.4 (13.9)
  2 h
35
8.2 (19.8)
19
13.3 (18.6)
  4 h
34
11.7 (20.8)
18
11.0 (18.1)
  6 h
35
13.8 (20.4)
19
15.4 (15.7)
  8 h
34
14.8 (20.8)
19
12.4 (15.4)
  12 h
34
15.9 (18.8)
18
12.9 (16.0)
 Supine diastolic BP
  Pre-dosee
34
7.6 (14.0)
19
11.1 (12.8)
  2 h
35
7.4 (11.5)
19
11.4 (13.1)
  4 h
34
10.8 (11.6)
18
11.8 (13.2)
  6 h
35
11.3 (13.0)
19
13.6 (11.4)
  8 h
34
11.0 (12.4)
19
14.4 (13.5)
  12 h
34
12.2 (9.7)
18
9.1 (12.0)
Supine HR
  Pre-dosee
33
−4.4 (8.1)
16
−2.9 (10.0)
  2 h
35
−5.4 (9.2)
16
−0.03 (7.1)
  4 h
34
−4.0 (8.8)
16
0.1 (9.2)
  6 h
35
−6.0 (8.9)
16
0 (8.7)
  8 h
34
−4.2 (11.3)
16
0.7 (8.6)
  12 h
34
−5.8 (13.3)
15
1.6 (10.0)
Maximal change from baselinef
 Supine systolic BP
35
27.7 (18.5)
19
24.8 (14.4)
 Supine diastolic BP
35
19.8 (9.0)
19
22.0 (11.2)
 Supine HR
35
2.9 (8.2)
16
8.3 (6.8)
LVEF left ventricular ejection fraction, SD standard deviation, BP blood pressure, HR heart rate, bpm beats per minute
aFour patients had both systolic and diastolic ≥150/90 mm Hg, 4 patients had only systolic ≥150 mm Hg, 2 patients had only diastolic ≥90 mm Hg
bTwo patients exceeded only diastolic ≥90 mm Hg
cMeasurements from placebo dosing day at corresponding time point of tmax post-baseline were used as the baseline values for analysis
dMeasurements from placebo dosing day at each corresponding time point post-baseline were used as the baseline values for analysis
ePre-dose: Measurements taken before the administration of placebo (baseline) or sorafenib (on day 1 of cycle 2)
fMeasurements from placebo dosing day at corresponding time point maximum value observed post-baseline were used as the baseline values for analysis
Table 4
Patients who experienced a ≥10 LVEF(%) reduction during the study
Diagnosis
Medical history
Prior cancer treatment
Baseline medications
LVEF measurements
Length of sorafenib treatment
Thymic cancer
Lower extremity neuropathy, pain, cough, GERD, nausea
Cisplatin, etoposide, docetaxel, gefitinib, vinorelbine, gemcitabine, pemetrexed, irinotecan
Prochlorperazine, gabapentin, pantoprazole, chlorpheniramine hydrocodone
72%—Baseline by study-protocol MUGA scan
25%—ECHO scan during hospitalization for PE, with AFl and CHF (+39 days)
60–65%—repeat ECHO scan (+3 days)
58%—Day 1 of cycle 3 by study-protocol MUGA scan
14 weeks, discontinued due to PD
Interruption for 21 days during hospitalization
RCC
Mitral valve prolapse, depression, fatigue, past smoking history
IFN-α
 
73%—Baseline by study-protocol MUGA scan
55.3%—Day 1 of cycle 3, by study-protocol MUGA scan
48%—Repeat MUGA scan (+29 days)
51%—Repeat MUGA scan (+10 days)
49.8%—Day 1 of cycle 5, by study-protocol MUGA scan
39 weeks, discontinued due to PD
Interruption for 8 days as precaution after LVEF decrease
RCC
Hypertension, hyperlipidemia, heart attack, herpes zoster, vertigo, breast cancer, constipation, pain, insomnia, carotid artery stenosis, arthritis, fatigue, diarrhea, cough
IFN-α
Prasvastatin, felodipine, stool softener, acetaminophen, ibuprofen, meclizine, cetirizine
67.5%—Baseline by study-protocol MUGA scan
54.6%—Day 1 of cycle 3 by study-protocol MUGA scan
58.8%—Day 1 of cycle 5 by study-protocol MUGA scan
27 weeks, discontinued due to grade 3 atrioventricular block
RCC
Diabetes, hypercalcemia, hyperlipidemia, constipation, fatigue, weight loss, pain, tachycardia, tingling, cough, shortness of breath, nausea, anemia, dizziness, insomnia, hypertension
IL-2
Hydrocodone, tramadol, acetaminophen, amitriptyline, glipizide, ranitidine, senna, zoledronic acid, lisinopril, erythropoietin
67%—Baseline study-protocol MUGA scan
42.2%—Day 1 of cycle 3 by study-protocol MUGA scan
50%—Repeat MUGA scan (+16 days)
59%—Post-study MUGA scan (4 days post-study discontinuation)
16 weeks discontinued due to PD
Interruption for 28 days as precaution after LVEF decrease
LVEF left ventricular ejection fraction, RCC renal cell carcinoma, GERD gastroesophageal reflux disease, MUGA multigated acquisition scan, ECHO echocardiogram, IFN-α interferon alpha, IL interleukin, PE pulmonary embolism, AFl atrial flutter, CHF congestive heart failure, PD progressive disease

QT/QTc interval results

In 31 patients included in the primary QT/QTc analysis after 1 cycle of sorafenib treatment, mean increases from baseline of 9.0 and 4.2 ms were observed for QTcF and QTcB, respectively, at the t max of sorafenib, indicating a modest prolongation of the QT/QTc interval. No patient was observed to have a QTcB or QTcF value >500 ms at any time during the study, and no patient showed a ≥60-ms change from baseline in QTcB or QTcF. The maximum prolongation in either QTcB or QTcF was a +50 ms change from QTcF baseline at t max in 1 patient with an adenocarcinoma of unknown primary origin. The baseline QTcF for this patient was 396.7 ms, and after 1 cycle of sorafenib treatment the value was 446.3 ms. For the secondary analyses, the mean increases from baseline by time point ranged from 0.2 to 2.9 and 4.2 to 5.8 ms for QTcB and QTcF, respectively, again indicating a modest QT prolongation following continuous sorafenib treatment. The mean maximal increases from baseline were 16.4 and 19.8 ms for QTcB and QTcF, respectively. All QT/QTc results are shown in Table 5.
Table 5
Changes in QT/QTc interval after 1 cycle of sorafenib treatment (on day 1 of cycle 2)
 
Sorafenib 400 mg bid
Mean (SD) change from baseline
n
QT (ms)
QTcB (ms)
QTcF (ms)
Day 1 of cycle 2
Primary ECG analysis
Change from baseline at t max a
31
17.4 (29.3)
4.2 (19.2)
9.0 (18.0)
Secondary ECG analyses
Change from baseline over timeb
 Pre-dosec
34
12.3 (26.6)
1.1 (18.3)
5.2 (18.3)
 2 h
35
10.6 (27.8)
0.5 (18.0)
4.2 (17.9)
 4 h
35
10.7 (29.4)
2.0 (20.2)
5.2 (19.4)
 6 h
35
13.1 (27.0)
1.6 (17.3)
5.7(18.1)
 8 h
35
12.2 (27.3)
0.2 (16.1)
4.5 (14.4)
 12 h
31
10.6 (29.6)
2.9 (17.2)
5.8 (19.1)
Maximal change from baselined
36
32.9 (24.1)
16.4 (15.3)
19.8 (14.4)
Moxifloxacin (positive control)
Change from baseline at 2 h post-doseb
49
5.7 (24.3)
4.4 (12.9)
4.9 (13.7)
ECG electrocardiograph, SD standard deviation, QTcF Fridericia’s-corrected QT interval, QTcB Bazett’s-corrected QT interval
aMeasurements from placebo dosing day at corresponding time point of tmax post-baseline were used as the baseline values for analysis
bMeasurements from placebo dosing day at each corresponding time point post-baseline were used as the baseline values for analysis
cPre-dose: Measurements taken before the administration of placebo (baseline) or sorafenib (on day 1 of cycle 2)
dMeasurements from placebo dosing day at corresponding time point maximum value observed post-baseline were used as the baseline values for analysis

Blood pressure and heart rate results

For the primary analysis, mean (SD) increases from baseline in supine systolic and diastolic BP of 11.7 (±19.0) and 11.0 (±12.3) mm Hg, respectively, were observed at the t max of sorafenib after 1 cycle of treatment (n = 31). Similar results were seen after 4 cycles in the 16 patients evaluable for BP (Table 3). In most patients, the BP values at each time point measure did not exceed 150/90 mm Hg. Four patients exceeded 150/90 mm Hg, another 4 patients exceeded a systolic reading of 150 mm Hg, and another 2 patients had a diastolic reading surpassing 90 mm Hg after 1 cycle of sorafenib. After receiving 4 cycles of sorafenib only 2 patients exceeded 150/90 mm Hg. After 1 cycle of sorafenib, the secondary analyses of mean increases from baseline in supine BP by time point showed that the largest mean increase (15.9 and 12.2 mm Hg for systolic and diastolic BP, respectively) occurred at 12 h post-sorafenib administration. The mean (SD) maximal increases from baseline for supine systolic and diastolic BP were 27.7 (±18.5) and 19.8 (±9.0) mm Hg, respectively, after 1 cycle of sorafenib. Compensatory mean changes from baseline in supine HR of −6.6 and −3.3 bpm were reported after 1 and 4 cycles of sorafenib in 30 and 13 evaluable patients, respectively. In secondary analyses, mean changes from baseline in supine HR by time point showed that after 1 cycle of sorafenib the largest mean change (−6.0 bpm) occurred 6 h post-sorafenib administration. Mean (SD) maximal decreases from baseline in supine HR of 2.9 (±8.2) bpm and 8.3 (±6.8) bpm were reported after 1 and 4 cycles of sorafenib, respectively. Three patients started receiving antihypertensive medications during treatment with sorafenib.

Pharmacokinetic results

The PK data from this study are consistent with previous findings at the steady state of sorafenib in patients with cancer receiving sorafenib 400 mg bid (Table 6). After 1 cycle of sorafenib, the AUC(0–12) geometric mean (% CV) was 42.8 mg h/L (36.1%) and the C max geometric mean (% CV) was 5.4 mg/L (53.2%). A general trend toward a decrease in both AUC(0–12) and C max of sorafenib occurred in patients receiving more than 1 cycle of treatment. This trend was stronger for all of the metabolites than for sorafenib. The observed decrease may be due to an unreported lack of adherence, a common issue with oral medications. The relationship between PK parameters (AUC(0–12), C max) and cardiovascular safety parameters (QT/QTc, LVEF, BP, and HR) was explored by correlating PK parameters after 1 cycle of sorafenib to QT/QTc interval and BP and HR after 1 cycle and to LVEF after 2 cycles of sorafenib. An additional analysis was performed to evaluate the correlation of PK parameters with LVEF, BP, and HR following 4 cycles of sorafenib. No relationship was observed between any of the PK parameters and the cardiovascular safety parameters at any time point (data not shown).
Table 6
Pharmacokinetic parameters in plasma at steady state of sorafenib
Geometric mean (% CV)
Sorafenib 400 mg bid
Day 1 of cycle 2
(n = 17)a
Day 1 of cycle 5
(n = 17)a
Ratiob (90% CI)
(n = 17)a
Sorafenib
 AUC, mg h/L
42.8 (36.1)
36.0 (58.2)
0.84 (0.69–1.02)
 AUCnorm, kg h/L
7.5 (48.4)
6.3 (69.8)
 
 C max, mg/L
5.4 (53.2)
4.3 (62.1)
0.79 (0.66–0.94)
 C max,norm, kg/L
1.0 (64.9)
0.8 (72.5)
 
 C trough, mg/L
4.1 (73.6)
3.2 (73.8)
0.78 (0.61–0.99)
 C trough,norm, kg/L
0.7 (85.4)
0.6 (83.8)
 
 t max, h, median (range)
2.00 (0–12.00)
2.00 (0–8.05)
 
N-demethyl metabolite (BAY 43-9007)
 AUC, mg h/L
2.0 (59.1)
1.1 (74.0)
0.57 (0.41–0.81)
 AUCnorm, kg h/L
0.4 (62.8)
0.2 (80.9)
 
 C max, mg/L
0.2 (73.4)
0.1 (75.5)
0.51 (0.38–0.68)
 C max,norm, kg/L
0.1 (75.2)
<0.1 (78.2)
 
 C trough, mg/L
0.2 (82.3)
0.1 (82.4)
0.52 (0.38–0.70)
 C trough, norm, kg/L
<0.1 (85.0)
<0.1 (84.8)
 
 t max, h, median (range)
1.00 (0–12.00)
2.00 (0–12.00)
 
N-oxide metabolite (BAY 67-3472)
 AUC, mg h/L
8.5 (58.3)
5.2 (98.7)
0.61 (0.41–0.92)
 AUCnorm, kg h/L
1.4 (59.6)
0.9 (103.2)
 
 C max, mg/L
1.0 (66.8)
0.6 (96.9)
0.58 (0.41–0.82)
 C max,norm, kg/L
0.2 (70.2)
0.1 (100.7)
 
 C trough, mg/L
0.8 (81.1)
0.5 (109.4)
0.54 (0.36–0.81)
 C trough, norm, kg/L
0.1 (85.9)
0.1 (111.5)
 
 t max, h, median (range)
1.00 (0–12.00)
2.00 (0–8.12)
 
N-oxide metabolite of BAY 43-9007 metabolite (BAY 68-7769)
 AUC, mg h/L
2.8 (92.3)
1.4 (129.3)
0.50 (0.28–0.89)
 AUCnorm, kg h/L
0.5 (91.4)
0.3 (128.1)
 
 C max, mg/L
0.3 (101.6)
0.2 (127.2)
0.47 (0.28–0.80)
 C max,norm, kg/L
0.1 (99.6)
<0.1 (123.6)
 
 C trough, mg/L
0.3 (114.5)
0.1 (127.8)
0.49 (0.29–0.83)
 C trough, norm, kg/L
0.1 (113.5)
<0.1 (124.7)
 
 t max, h, median (range)
2.00 (0–12.00)
2.00 (0–8.05)
 
AUC area under the curve, CI confidence interval, CV coefficient of variation, C max maximum concentration, C trough trough concentration, t max time to maximum concentration
an = 14 for area under the curve (AUC) analysis
bRatio of day 1 of cycle 5 versus day 1 of cycle 2

Safety and efficacy results

Median daily dose in the 53 patients valid for the safety analysis was 800 mg of sorafenib (range 133–800 mg). The median duration of treatment was 16 weeks (range 1–128 weeks) with 14 (26.4%) patients receiving sorafenib for longer than 24 weeks and 6 (11%) patients longer than 50 weeks. Treatment interruptions and dose reductions occurred in 40 (75.5%) and 23 (43.4%) patients, respectively, with treatment-emergent AEs being the reason for treatment interruptions in 23 (43.4%) patients and for dose reductions in 17 (32.1%) patients. Drug-related treatment-emergent AEs were reported in 43 (81%) patients, and drug-related treatment-emergent AEs ≥ grade 3 were reported in 16 (30%) patients (Table 7). The most common drug-related treatment-emergent AEs were rash/desquamation, hand-foot skin reaction (HFSR), and diarrhea. Two (4%) patients reported drug-related treatment-emergent serious AEs (SAEs). One patient with metastatic RCC, a history of breast cancer, hypertension (managed with an oral calcium-channel blocker), heart attack, and right internal carotid stenosis experienced a complete atrioventricular block (grade 3) that promptly resolved upon implantation of a permanent dual chamber pacemaker. One patient with advanced mesothelioma and an extensive cardiovascular medical history (CAD status post–left heart catheterization and CHF, MI, angioplasty, angina pectoris, and hypertension managed with a beta blocker) had grade 4 central nervous system (CNS) ischemia. One patient with thymic carcinoma and a baseline LVEF value of 72% reported CHF that was clearly secondary to a pulmonary embolism (PE) and considered by the investigator to be unrelated to sorafenib treatment. Other AEs that this patient reported during the CHF episode were grade 2 dyspnea on exertion, grade 2 atrial flutter (AFl), grade 2 pleural effusion, and grade 1 hypotension. LVEF by echocardiogram (ECHO) was measured as 25% during the hospital confinement. However, this value is confounded by the use of ECHO instead of MUGA scan and the presence of PE and AFl. Upon aggressive treatment for the AFl and PE, the LVEF value returned to normal (60–65%), and the patient resumed treatment with sorafenib without further significant AEs. Seven patients discontinued from the study because of AEs, 3 of which were drug-related, including 1 patient with grade 3 HFSR, 1 patient with grade 3 scalp rash, and the 1 patient with the grade 3 atrioventricular block. Seven deaths were reported during the study or within 30 days of the last dose; all were secondary to disease progression and considered unrelated to study drug.
Table 7
Drug-related treatment-emergent adverse events occurring in ≥10% of patients (all grades)
 
Number of patients (N = 53)
All grades n (%)
Grade ≥3 n (%)
Any drug-related adverse event
43 (81)
16 (30)
Rash/desquamation
20 (38)
3 (6)
Hand-foot skin reaction
16 (30)
6 (11)
Diarrhea
15 (28)
1 (2)
Alopecia
13 (25)
0 (0)
Pain, extremity—limb
12 (23)
0 (0)
Mucositis
8 (15)
1 (2)
Fatigue
8 (15)
1 (2)
Nausea
7 (13)
0 (0)
Dermatology—other
7 (13)
1 (2)
Sensory neuropathy
7 (13)
0 (0)
Hypertension
6 (11)
1 (2)
Dermal change
6 (11)
0 (0)
Data used for efficacy analyses were based on protocol-defined analyses of the cardiovascular safety parameters. Of the 48 (91%) patients evaluable for tumor response, 1 (2.1%) female patient with mesothelioma achieved a PR, 31 (65%) patients had stable disease, and 13 (27%) patients had PD as best response. For the intent to treat (ITT) population (n = 53), median overall survival was not estimable due to censored data; 46 (87%) patients were alive (censored) and 7 (13%) patients had died by the time of analysis. The median PFS was 4.1 months (95% CI 2.8–6.4 months).

Discussion

This cardiovascular safety trial of sorafenib in 53 patients with advanced cancer assessed the effect of sorafenib on various cardiovascular parameters. There was little evidence of an overall decrement in ejection fraction from baseline in patients with cancer treated with sorafenib 400 mg bid; however, both increases and decreases were observed in LVEF, and isolated patients had a ≥10 LVEF(%) decrease in ejection fraction, as measured by serial MUGA scans. These modest changes in LVEF would not be entirely unexpected in a population of patients with metastatic cancer whose overall health is generally deteriorating over time.
This study should be put in context with other studies of multitargeted kinase inhibitors of VEGFR. Several studies have reported an association between sunitinib, another multitargeted TKI, and heart failure and/or a ≥10 LVEF(%) reduction [1, 410]. An observational study by Schmidinger et al. analyzed patients who had received treatment with antiangiogenic therapy (either sunitinib or sorafenib) in their clinic. The incidence of ≥10 LVEF(%) reduction was 14% in patients receiving sunitinib and 5% in patients receiving sorafenib [4, 24]. Similar results were seen in our detailed cardiovascular study, with a ≥10 LVEF(%) reduction reported in 13% of patients after 2 cycles of sorafenib and in 4% of patients after 4 cycles of sorafenib. In the study by Chu et al. the mean change after 2 and 4 cycles of sunitinib was −2.2 LVEF(%) and −5.1 LVEF(%), respectively [5], compared with the results in this study of −0.8 and −1.2 seen after 2 and 4 cycles of sorafenib. In light of this, it is also encouraging to find that in this phase I study of sorafenib, the number of patients receiving sorafenib treatment who had a ≥10% LVEF(%) reduction was low, but a direct comparison without a randomized study is not possible. A recent study by Hutson et al. reported declines to <50 LVEF(%) in 12% of patients after 1 cycle (6 weeks), 10% of patients after 1 year, and 5% of patients after 2 years of sunitinib, suggesting a minimal cumulative effect on LVEF with long-term treatment with an antiangiogenic TKI [10].
Delays in cardiac repolarization after treatment can lead to arrhythmias such as torsades de pointes (TdP) or other ventricular tachyarrhythmias that can result in ventricular fibrillation and, occasionally, sudden death [25]. There is increasing regulatory scrutiny of the effects of novel oncology drugs on cardiac repolarization to assess the potential for life-threatening arrhythmias [26]. This is the first full in-depth analysis of the effect of sorafenib treatment on QT/QTc interval prolongation. Moxifloxacin, a quinolone antibiotic, was selected as the positive control in this study because it has a well-documented ability to prolong cardiac repolarization [22]. The QT/QTc interval prolongation observed with moxifloxacin in this study was within the range of those reported in other studies [27, 28], indicating that the methodology used was sensitive enough to detect small changes in the QT/QTc interval. Because increases in the risk of arrhythmias correlate with the extent of QT/QTc interval prolongation, drugs that prolong the mean QT/QTc interval by ≤5 ms are generally considered to cause no relevant QTc prolongation. In this study, the mean maximal increases from baseline (QTcB: 16 ms; QTcF: 20 ms) indicate that sporadic QT/QTc interval prolongation up to these values can occur following continuous treatment with sorafenib. However, in the absence of a placebo group and a crossover design, it was not possible to define the maximal effect on QT/QTc interval prolongation occurring in the sorafenib-treated population with advanced cancer in this study. For this reason, increases from baseline of 9 and 4 ms observed for QTcF and QTcB, respectively, at the t max of sorafenib are the best estimate of the effect of sorafenib on QTc prolongation, and based on the results of this detailed QT study, demonstrate the absence of a likely clinically relevant effect of sorafenib at therapeutic (400 mg bid) doses on cardiac repolarization. In a recent evaluation of the effects of sunitinib on the QT/QTc interval of 24 patients with advanced cancer with a similar baseline QTcF (411.8 ms), the maximum placebo-adjusted, time-matched QTcF and QTcB prolongations at 24 h post-sunitinib (50 mg daily) on the third day of treatment were 9.6 (90% CI 4.1–15.1) and 7.9 ms (90% CI 3.0–12.8), respectively [28]. In the study there was an increase in QTcF prolongation with increasing total drug concentrations.
The direct effect of sorafenib on mean change from baseline in BP at the t max of sorafenib was similar after both 1 and 4 cycles of sorafenib treatment. Both the systolic and diastolic BP increased ~11–12 mm Hg at both time points, indicating a definite but modest increase in BP with sorafenib. Thirty-two percent of patients had become hypertensive after 1 cycle of treatment with sorafenib, up from 6% at baseline. However, the rate dropped to 13% of patients at cycle 4. This may be due to the physiologic increase in vascular tension resulting from VEGF inhibition, or more likely, the increased use of antihypertensive medication to control the treatment-emergent hypertension. There were minimal decreases in HR following 1 cycle of sorafenib, which normalized after 4 cycles. The moderate changes observed in BP and HR are consistent with expectations for agents that inhibit signaling through the VEGF pathway.
By inhibiting angiogenesis, therapies that target VEGF (i.e., sorafenib, sunitinib, bevacizumab) increase hypertension in patients [2932] and may increase the incidence of CAEs due to pleiotropic effects on the vasculature and cardiac tissues. The prevalence of hypertension with the use of antiangiogenic agents is so common that elevation in BP during treatment has been proposed as a candidate biomarker for VEGF inhibition [3338]. Of note, the patient with the best tumor response to sorafenib in this study (confirmed PR) had the highest mean increase from baseline in both systolic and diastolic BP after both 1 and 4 cycles of sorafenib (systolic BP: 44.5 and 29.3 mm Hg, respectively, and diastolic BP: 31.0 and 40.8 mm Hg, respectively). However, although the incidence of hypertension after treatment with agents that inhibit VEGF has been well established, it should still be adequately treated and carefully monitored [24, 39]. Early recognition and proactive management of hypertension are important to avoid poorly controlled hypertension that can lead to serious CAEs.
AUC(0–12) and C max were similar in this study for sorafenib and its metabolites (BAY 43-9007, BAY 67-3472, BAY 68-7769) to results from previous studies in patients with cancer [23, 40, 41]. There was no apparent relationship between mean plasma exposure and cardiotoxicity. A small decrease in AUC(0–12) and C max from 1 cycle to 4 cycles of treatment was seen for sorafenib and its 3 metabolites. Although the reason for this decrease in exposure is not known, the time course of the effect suggests that an induction of metabolism is an unlikely cause. Lack of compliance may be a contributing reason for the decreasing trend in mean plasma concentration of sorafenib and its metabolites after 3 cycles of treatment.
Although this study reported modest cardiovascular effects of continuous sorafenib in patients with advanced cancer, the difficulty of carrying out this study in healthy volunteers precludes a broader definition of the cardiovascular profile of sorafenib. In addition, obtaining precise cardiovascular evaluations of sorafenib in the setting of a population with advanced cancer is limited by ethical and other medical considerations, including the absence of a placebo group, the difficulty in evaluating patients for the duration of a study with a crossover design, as is often done in healthy volunteer QT studies, multiple comorbidities and changes in the physiological status of cancer patients over time, and the inability to restrict the use of concomitant medications by the patients.
The successful management of treatment-emergent cardiac comorbidities and asymptomatic signs of cardiotoxicity is required to maximize the clinical benefit for patients with cancer being treated with antiangiogenic agents [8, 24, 42, 43]. The reversibility of CAEs and the effect of a CAE on a patient must be considered during treatment with such therapies. When assessing whether a patient should continue antiangiogenic treatment after a CAE has resolved, the life-prolonging benefit and improvement in quality of life that antiangiogenic treatment may offer to patients with advanced cancer must be considered. In many instances, patients may be able to continue treatment at a lower dose or switch to another antiangiogenic therapy without incurring new cardiovascular damage [4, 44]. However, additional studies are needed to define the circumstances under which antiangiogenic treatment may be undertaken without risking cardiac damage in patients [45, 46].

Conclusion

This study was specifically designed to assess the cardiovascular effects of continuous sorafenib treatment in a patient population with advanced cancer; however, the results from these cardiovascular analyses should be interpreted with caution due to the descriptive nature of the study design and limited sample size. Overall, the effects of continuous sorafenib on the cardiovascular parameters of QTc interval and LVEF observed in the current study were modest and unlikely to be of clinical significance in the setting of advanced cancer treatment. The effects of continuous sorafenib on BP and HR were moderate and consistent with expectations based on experience with other anti-VEGF targeting agents.

Acknowledgments

This study was supported by Bayer HealthCare Pharmaceuticals–Onyx Pharmaceuticals. We thank the study participants and their families; study center staff; the clinical data management team at Bayer HealthCare Pharmaceuticals Inc; and Aurora O’Brate, PhD, from Ogilvy Healthworld, who was supported by Bayer HealthCare Pharmaceuticals Inc, to provide editorial support for the preparation of this manuscript.

Open Access

This article is distributed under the terms of the Creative Commons Attribution Noncommercial License which permits any noncommercial use, distribution, and reproduction in any medium, provided the original author(s) and source are credited.
Open AccessThis is an open access article distributed under the terms of the Creative Commons Attribution Noncommercial License (https://​creativecommons.​org/​licenses/​by-nc/​2.​0), which permits any noncommercial use, distribution, and reproduction in any medium, provided the original author(s) and source are credited.

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Metadaten
Titel
A phase I open-label study evaluating the cardiovascular safety of sorafenib in patients with advanced cancer
verfasst von
Anthony W. Tolcher
Leonard J. Appleman
Geoffrey I. Shapiro
Alain C. Mita
Frank Cihon
Arthur Mazzu
Pavur R. Sundaresan
Publikationsdatum
01.04.2011
Verlag
Springer-Verlag
Erschienen in
Cancer Chemotherapy and Pharmacology / Ausgabe 4/2011
Print ISSN: 0344-5704
Elektronische ISSN: 1432-0843
DOI
https://doi.org/10.1007/s00280-010-1372-3

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